Gray Seals (H. grypus), 1:2 observation to background ratio, seal subset of covariates, evaluated using area under the receiver operator curve (roc_auc)
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9000000 |
| bt | 0.9015873 |
| maxnet | 0.8773810 |
| gam | 0.8543651 |
| glm | 0.8349206 |
Variable Importance
